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Operational Analytics Data Management Systems

Summary: Tutorial on operational analytics systems for high-performance ad hoc queries over continuously ingested and updated data. Traces evolution from warehouses/OLAP appliances to distributed real-time, in-memory engines, emphasizing storage, access paths, and processing. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
h73b653867132a2be
Venue
VLDB
Year
2016
Pagerank
5.3712067e-05
Overall Rank
8,234 | 44.66%
DOI
10.14778/3007263.3007319
PDF
Download (CC BY-NC-ND 4.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{bohm_vldb16,
        title = {{Operational Analytics Data Management Systems}},
        author = {Böhm, Alexander and Dittrich, Jens and Mukherjee, Niloy and Pandis, Ippokratis and Sen, Rajkumar},
        journal = {PVLDB},
        series = {{VLDB} '16},
        volume = {9},
        number = {13},
        pages = {1601--1604},
        doi = {10.14778/3007263.3007319},
        url = {https://doi.org/10.14778/3007263.3007319},
        year = {2016}
}

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank Citing Paper Year Venue Pagerank
1,321 Hybrid Transactional/Analytical Processing: A Survey 2017 SIGMOD 0.00011038031
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Outgoing Citations (Sorted by Pagerank)

Showing 26 of 26 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
21 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00056835296
70 The End of an Architectural Era (It’s Time for a Complete Rewrite) 2007 VLDB 0.00037851432
114 A Decomposition Storage Model 1985 SIGMOD 0.00031916625
163 DB2 with BLU Acceleration: So Much More than Just a Column Store 2013 VLDB 0.00027480091
219 SIMD-Scan: Ultra Fast in-Memory Table Scan using on-Chip Vector Processing Units 2009 VLDB 0.00024367137
327 Impala: A Modern, Open-Source SQL Engine for Hadoop 2015 CIDR 0.00020942751
390 QPipe: A Simultaneously Pipelined Relational Query Engine 2005 SIGMOD 0.00019265472
401 A Case for Fractured Mirrors 2002 VLDB 0.00019102313
575 Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth 2012 SIGMOD 0.00016134406
606 Twitter Heron: Stream Processing at Scale 2015 SIGMOD 0.00015627966
669 SharedDB: Killing One Thousand Queries With One Stone 2012 VLDB 0.00014975391
968 Incremental Organization for Data Recording and Warehousing 1997 VLDB 0.00012793641
975 A Common Database Approach for OLTP and OLAP Using an In-Memory Column Database 2009 SIGMOD 0.00012745575
1,034 A Scalable, Predictable Join Operator for Highly Concurrent Data Warehouses 2009 VLDB 0.00012389548
1,206 NUMA-aware algorithms: the case of data shuffling 2013 CIDR 0.00011536099
1,631 Positional Update Handling in Column Stores 2010 SIGMOD 0.00010019069
1,642 Data Morphing: An Adaptive, Cache-Conscious Storage Technique 2003 VLDB 0.00010002341
1,845 Towards a One Size Fits All Database Architecture 2011 CIDR 9.5158088e-05
1,918 Predictable Performance for Unpredictable Workloads 2009 VLDB 9.375192e-05
1,939 S-Store: Streaming Meets Transaction Processing 2015 VLDB 9.3299482e-05
1,984 How to Barter Bits for Chronons: Compression and Bandwidth Trade Offs for Database Scans 2007 SIGMOD 9.2529061e-05
2,225 Shared Workload Optimization 2014 VLDB 8.8062552e-05
4,056 Scaling Up Concurrent Main-Memory Column-Store Scans: Towards Adaptive NUMA-aware Data and Task Placement 2015 VLDB 6.8239192e-05
4,526 Just-in-time compilation for SQL query processing 2013 VLDB 6.5585556e-05
4,617 Distributed Architecture of Oracle Database In-memory 2015 VLDB 6.4983584e-05
7,201 A Comparison of Knives for Bread Slicing 2013 VLDB 5.5857284e-05
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